{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "37858851",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 设置全局字体和大小\n",
    "plt.rcParams.update({\n",
    "    'font.size': 20,               # 字体大小为数据可视化综合规范要求\n",
    "    'font.family': 'serif',        # 使用衬线字体\n",
    "    'font.serif': ['Times New Roman'],  # 设置具体字体为 Times New Roman\n",
    "    'svg.fonttype': 'none'         # 确保 SVG 中文字可编辑\n",
    "})\n",
    "\n",
    "x_labels = [\"Square\", \"Hexagon\", \"H_Square\", \"H_Hexagon\"]\n",
    "\n",
    "# 数据数组定义\n",
    "swap_vals = np.array([\n",
    "    [4959, 9501, 0],\n",
    "    [16000, 21804, 0],\n",
    "    [6468, 10809, 0],\n",
    "    [26416, 38280, 0],\n",
    "])\n",
    "greedy_vals = np.array([\n",
    "    [2434, 4693, 9001],\n",
    "    [4513, 2450, 20804],\n",
    "    [3001, 2505, 9809],\n",
    "    [4894, 2497, 37280],\n",
    "])\n",
    "optimal_vals = np.array([\n",
    "    [2375, 2165, 7113],\n",
    "    [3431, 1908, 16666],\n",
    "    [2021, 1538, 7676],\n",
    "    [4303, 2201, 29260],\n",
    "])\n",
    "\n",
    "# 转换为 x 位置索引\n",
    "x = np.arange(len(x_labels))\n",
    "\n",
    "# 设置每个条的宽度和偏移量\n",
    "bar_width = 0.09\n",
    "offsets = np.array([-3.75, -2.75, -1, 0, 1, 2.75,\n",
    "                   3.75, 4.75]) * bar_width  # 条形图偏移量\n",
    "\n",
    "# 画图\n",
    "fig, ax = plt.subplots(figsize=(8, 6))\n",
    "\n",
    "# Hatch patterns 根据需要进行调整\n",
    "hatches = ['///', '\\\\\\\\\\\\', 'XXX', '---', '+++', 'oo', 'OO', '...']\n",
    "labels = ['SS-Execution Time', 'SS-SWAP Num',\n",
    "          'OGS-Execution Time', 'OGS-SWAP Num', 'OGS-GHZ Length',\n",
    "          'SHSQC-Execution Time', 'SHSQC-SWAP Num', 'SHSQC-GHZ Length']\n",
    "\n",
    "# 定义颜色 (符合数据可视化综合规范)\n",
    "colors = ['#f6ab65', '#346eb9', '#9ed983']  # 分别对应 swap, greedy, optimal 的颜色\n",
    "\n",
    "# 绘制每个系列\n",
    "for i in range(8):\n",
    "    vals = []\n",
    "    if i < 2:\n",
    "        vals = swap_vals[:, i]\n",
    "        color_index = 0  # swap 使用第一种颜色\n",
    "    elif i < 5:\n",
    "        vals = greedy_vals[:, i-2]\n",
    "        color_index = 1  # greedy 使用第二种颜色\n",
    "    else:\n",
    "        vals = optimal_vals[:, i-5]\n",
    "        color_index = 2  # optimal 使用第三种颜色\n",
    "    ax.bar(x + offsets[i], vals, width=bar_width,\n",
    "           # 显式设置颜色和 alpha\n",
    "           hatch=hatches[i], edgecolor='black', label=labels[i], color=colors[color_index], alpha=1.0)\n",
    "\n",
    "\n",
    "# 提取 Execution Time 数据\n",
    "ss_exec_time = swap_vals[:, 0]         # SS-Execution Time\n",
    "ogs_exec_time = greedy_vals[:, 0]      # OGS-Execution Time\n",
    "shsqc_exec_time = optimal_vals[:, 0]   # SHSQC-Execution Time\n",
    "\n",
    "# 绘制折线\n",
    "# ax.plot(x + offsets[0], ss_exec_time, color='#f6ab65',\n",
    "#         marker='o', markersize=8, linestyle='-', linewidth=2)\n",
    "# ax.plot(x + offsets[2], ogs_exec_time, color='#346eb9',\n",
    "#         marker='o', markersize=8, linestyle='-', linewidth=2)\n",
    "# ax.plot(x + offsets[5], shsqc_exec_time, color='#9ed983',\n",
    "#         marker='o', markersize=8, linestyle='-', linewidth=2)\n",
    "\n",
    "\n",
    "# 设置 x 轴\n",
    "ax.set_xticks(x)\n",
    "ax.set_xticklabels(x_labels)\n",
    "# ax.set_xlabel('Chiplet Components', fontsize=24)\n",
    "ax.set_ylabel('')\n",
    "ax.set_title('')\n",
    "ax.legend()\n",
    "\n",
    "ax.tick_params(axis='both', which='major', labelsize=24)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.savefig('./fig/chiplet_type_vqa.pdf', format='pdf')  # 导出为 SVG 格式\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "qiskit_env",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
